Dataset Drift
Dataset Drift is NOT detected. Dataset drift detection threshold is 0.5
16
Columns
4
Drifted Columns
0.25
Share of Drifted Columns
Data Drift Summary
Column | Type | Reference Distribution | Current Distribution | Data Drift | Stat Test | Drift Score | |
|---|---|---|---|---|---|---|---|
| fid | cat | Detected | Jensen-Shannon distance | 0.832555 | |||
| description | cat | Detected | Jensen-Shannon distance | 0.803583 | |||
| saturatedFat | num | Detected | Wasserstein distance (normed) | 0.106222 | |||
| fat | num | Detected | Wasserstein distance (normed) | 0.100703 | |||
| calories | num | Not Detected | Wasserstein distance (normed) | 0.095983 | |||
| protein | num | Not Detected | Wasserstein distance (normed) | 0.095498 | |||
| carbohydrates | num | Not Detected | Wasserstein distance (normed) | 0.094229 | |||
| sugars | num | Not Detected | Wasserstein distance (normed) | 0.071242 | |||
| fiber | num | Not Detected | Wasserstein distance (normed) | 0.038422 | |||
| potassium | num | Not Detected | Wasserstein distance (normed) | 0.037991 |